Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-11-24 00:00:00+00:00 0.195230 0.216191 0.239305 0.266842 0.298957 0.335481 0.380522
2024-12-01 00:00:00+00:00 0.161225 0.188834 0.221811 0.264712 0.319985 0.390150 0.488259
2024-12-08 00:00:00+00:00 0.137162 0.166587 0.203632 0.254833 0.325683 0.423408 0.574526
2024-12-15 00:00:00+00:00 0.123263 0.154058 0.194498 0.253252 0.339667 0.467980 0.685989
2024-12-22 00:00:00+00:00 0.111441 0.142383 0.184371 0.247847 0.345989 0.501114 0.787653
2024-12-29 00:00:00+00:00 0.104514 0.136343 0.180910 0.250947 0.364781 0.556710 0.944730
2025-01-05 00:00:00+00:00 0.095741 0.126759 0.171174 0.242970 0.364087 0.578648 1.044854
2025-01-12 00:00:00+00:00 0.087712 0.117508 0.160952 0.232815 0.357844 0.588832 1.123562
2025-01-19 00:00:00+00:00 0.081280 0.110074 0.152757 0.224888 0.354088 0.602629 1.215393
2025-01-26 00:00:00+00:00 0.080494 0.110919 0.157250 0.238351 0.390887 0.705493 1.574388
2025-02-02 00:00:00+00:00 0.081872 0.115106 0.167326 0.262647 0.452957 0.881831 2.264111
2025-02-09 00:00:00+00:00 0.080960 0.115602 0.171379 0.276638 0.497279 1.033378 3.023579
2025-02-16 00:00:00+00:00 0.076665 0.110679 0.166409 0.274150 0.508284 1.110896 3.621535
2025-02-23 00:00:00+00:00 0.071913 0.104753 0.159336 0.266991 0.508163 1.160619 4.181476
2025-03-02 00:00:00+00:00 0.067058 0.098343 0.150906 0.256174 0.497607 1.177022 4.610474
2025-03-09 00:00:00+00:00 0.064024 0.094766 0.147192 0.254437 0.508691 1.266047 5.639791
2025-03-16 00:00:00+00:00 0.060739 0.090552 0.141987 0.248973 0.509409 1.322149 6.594420
2025-03-23 00:00:00+00:00 0.058903 0.088687 0.140905 0.252088 0.533111 1.471885 8.785513
2025-03-30 00:00:00+00:00 0.055775 0.084402 0.135006 0.244061 0.525188 1.499318 9.934866
2025-04-06 00:00:00+00:00 0.052606 0.079890 0.128401 0.233843 0.509513 1.490466 10.696414
2025-04-13 00:00:00+00:00 0.049936 0.076132 0.123008 0.225867 0.499053 1.500888 11.840949
2025-04-20 00:00:00+00:00 0.049988 0.077186 0.126885 0.239413 0.554493 1.837274 20.989001
2025-04-27 00:00:00+00:00 0.051102 0.080210 0.134867 0.263862 0.652079 2.491997 57.245571